Bailey Branch is a stream located in Columbia County, Arkansas. It appears on the Village USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 209.97 feet (64.00 m) above sea level. The nearest populated place is Snipe, approximately 1.2 miles to the E.